Marcin Copik

59 papers A* 1A 12B 2C 1Journal 32Unranked 9
YearRankTypeTitle / Venue / Authors
2026 — conf
From Monolith to Serverless: Running a Component-Based Scientific Workflow Across Execution Paradigms.
ICPE Companion
Lorenz Gruber, Nikolas Herbst, Marcin Copik, Samuel Kounev
2026 — conf
HotCloudPerf'26 Workshop Chairs' Welcome.
ICPE Companion
Klervie Toczé, Nikolas Herbst, Sacheendra Talluri, Marcin Copik
2025 A conf
A Priori Loop Nest Normalization: Automatic Loop Scheduling in Complex Applications.
CGO
Lukas Trümper, Philipp Schaad, Berke Ates, Alexandru Calotoiu, Marcin Copik, Torsten Hoefler
2025 J jnl
AI Factories: It's time to rethink the Cloud-HPC divide.
CoRR
Pedro García López, Daniel Barcelona Pons, Marcin Copik, Torsten Hoefler, Eduardo Quiñones, Maciej Malawski, Peter Pietzutch, Alberto P. Martí, Thomas Ohlson Timoudas, Aleksander Slominski
2025 J jnl
Affordable AI Assistants with Knowledge Graph of Thoughts.
CoRR
Maciej Besta, Lorenzo Paleari, Jia Hao Andrea Jiang, Robert Gerstenberger, You Wu, Patrick Iff, Ales Kubicek, Piotr Nyczyk, Diana Khimey, Jón Gunnar Hannesson, Grzegorz Kwasniewski, Marcin Copik, Hubert Niewiadomski, Torsten Hoefler
2025 A conf
Computing the Full Earth System at 1km Resolution.
SC
Daniel Klocke, Claudia Frauen, Jan Frederik Engels, Dmitry Alexeev, René Redler, Reiner Schnur, Helmuth Haak, Luis Kornblueh, Nils Brüggemann, Fatemeh Chegini, Manoel Römmer, Lars Hoffmann, Sabine Griessbach, Mathis Bode, Jonathan Coles, Miguel Gila, William Sawyer, Alexandru Calotoiu, Yakup Budanaz, Pratyai Mazumder, Marcin Copik, Benjamin Weber, Andreas Herten, Hendryk Bockelmann, Torsten Hoefler, Cathy Hohenegger, Bjorn Stevens
2025 — conf
Confidential LLM Inference: Performance and Cost Across CPU and GPU TEEs.
IISWC
Marcin Chrapek, Marcin Copik, Etienne Mettaz, Torsten Hoefler
2025 J jnl
Confidential LLM Inference: Performance and Cost Across CPU and GPU TEEs.
CoRR
Marcin Chrapek, Marcin Copik, Etienne Mettaz, Torsten Hoefler
2025 A conf
Core Hours and Carbon Credits: Incentivizing Sustainability in HPC.
SC
Alok Kamatar, Maxime Gonthier, Valérie Hayot-Sasson, André Bauer, Marcin Copik, Raul Castro Fernandez, Torsten Hoefler, Kyle Chard, Ian T. Foster
2025 J jnl
Core Hours and Carbon Credits: Incentivizing Sustainability in HPC.
CoRR
Alok Kamatar, Maxime Gonthier, Valérie Hayot-Sasson, André Bauer, Marcin Copik, Torsten Hoefler, Raul Castro Fernandez, Kyle Chard, Ian T. Foster
2025 J jnl
Cppless: Single-Source and High-Performance Serverless Programming in C++.
ACM Trans. Archit. Code Optim.
Marcin Copik, Lukas Möller, Alexandru Calotoiu, Torsten Hoefler
2025 C conf
DaCe AD: Unifying High-Performance Automatic Differentiation for Machine Learning and Scientific Computing.
CLUSTER
Afif Boudaoud, Alexandru Calotoiu, Marcin Copik, Torsten Hoefler
2025 J jnl
DaCe AD: Unifying High-Performance Automatic Differentiation for Machine Learning and Scientific Computing.
CoRR
Afif Boudaoud, Alexandru Calotoiu, Marcin Copik, Torsten Hoefler
2025 J jnl
Demystifying Chains, Trees, and Graphs of Thoughts.
IEEE Trans. Pattern Anal. Mach. Intell.
Maciej Besta, Florim Memedi, Zhenyu Zhang, Robert Gerstenberger, Guangyuan Piao, Nils Blach, Piotr Nyczyk, Marcin Copik, Grzegorz Kwasniewski, Jürgen Müller, Lukas Gianinazzi, Ales Kubicek, Hubert Niewiadomski, Aidan O'Mahony, Onur Mutlu, Torsten Hoefler
2025 — conf
Engine-Agnostic Model Hot-Swapping for Cost-Effective LLM Inference.
SC Workshops
Radostin Stoyanov, Viktória Spisaková, Adrian Reber, Wesley Armour, Marcin Copik, Rodrigo Bruno
2025 J jnl
Higher-Order Graph Databases.
CoRR
Maciej Besta, Shriram Chandran, Jakub Cudak, Patrick Iff, Marcin Copik, Robert Gerstenberger, Tomasz Szydlo, Jürgen Müller, Torsten Hoefler
2025 J jnl
Reasoning Language Models: A Blueprint.
CoRR
Maciej Besta, Julia Barth, Eric Schreiber, Ales Kubicek, Afonso Claudino Catarino, Robert Gerstenberger, Piotr Nyczyk, Patrick Iff, Yueling Li, Sam Houliston, Tomasz Sternal, Marcin Copik, Grzegorz Kwasniewski, Jürgen Müller, Lukasz Flis, Hannes Eberhard, Hubert Niewiadomski, Torsten Hoefler
2025 — conf
SeBS 2.0: Keeping up with the Clouds.
SESAME@EuroSys
Marcin Copik, Alexandru Calotoiu, Torsten Hoefler
2025 A conf
SeBS-Flow: Benchmarking Serverless Cloud Function Workflows.
EuroSys
Larissa Schmid, Marcin Copik, Alexandru Calotoiu, Laurin Brandner, Anne Koziolek, Torsten Hoefler
2025 A conf
XaaS Containers: Performance-Portable Representation With Source and IR Containers.
SC
Marcin Copik, Eiman Alnuaimi, Alok Kamatar, Valérie Hayot-Sasson, Alberto Madonna, Todd Gamblin, Kyle Chard, Ian T. Foster, Torsten Hoefler
2025 J jnl
XaaS Containers: Performance-Portable Representation With Source and IR Containers.
CoRR
Marcin Copik, Eiman Alnuaimi, Alok Kamatar, Valérie Hayot-Sasson, Alberto Madonna, Todd Gamblin, Kyle Chard, Ian T. Foster, Torsten Hoefler
2025 J jnl
sNVMe-oF: Secure and Efficient Disaggregated Storage.
CoRR
Marcin Chrapek, Meni Orenbach, Ahmad Atamli, Marcin Copik, Fritz Alder, Torsten Hoefler
2024 J jnl
A Priori Loop Nest Normalization: Automatic Loop Scheduling in Complex Applications.
CoRR
Lukas Trümper, Philipp Schaad, Berke Ates, Alexandru Calotoiu, Marcin Copik, Torsten Hoefler
2024 J jnl
Cppless: Productive and Performant Serverless Programming in C++.
CoRR
Lukas Möller, Marcin Copik, Alexandru Calotoiu, Torsten Hoefler
2024 A conf
FaaSKeeper: Learning from Building Serverless Services with ZooKeeper as an Example.
HPDC
Marcin Copik, Alexandru Calotoiu, Pengyu Zhou, Konstantin Taranov, Torsten Hoefler
2024 — —
High Performance Serverless for HPC and Clouds.
Marcin Copik
2024 — conf
Process-as-a-Service: Unifying Elastic and Stateful Clouds with Serverless Processes.
SoCC
Marcin Copik, Alexandru Calotoiu, Gyorgy Réthy, Roman Böhringer, Rodrigo Bruno, Torsten Hoefler
2024 — conf
Protocol Buffer Deserialization DPU Offloading in the RPC Datapath.
SC Workshops
Raphaël Frantz, Jerónimo Sánchez García, Marcin Copik, Idelfonso Tafur Monroy, Juan José Vegas Olmos, Gil Bloch, Salvatore Di Girolamo
2024 J jnl
SeBS-Flow: Benchmarking Serverless Cloud Function Workflows.
CoRR
Larissa Schmid, Marcin Copik, Alexandru Calotoiu, Laurin Brandner, Anne Koziolek, Torsten Hoefler
2024 A conf
Software Resource Disaggregation for HPC with Serverless Computing.
IPDPS
Marcin Copik, Marcin Chrapek, Larissa Schmid, Alexandru Calotoiu, Torsten Hoefler
2024 J jnl
Software Resource Disaggregation for HPC with Serverless Computing.
CoRR
Marcin Copik, Marcin Chrapek, Larissa Schmid, Alexandru Calotoiu, Torsten Hoefler
2024 J jnl
Topologies of Reasoning: Demystifying Chains, Trees, and Graphs of Thoughts.
CoRR
Maciej Besta, Florim Memedi, Zhenyu Zhang, Robert Gerstenberger, Nils Blach, Piotr Nyczyk, Marcin Copik, Grzegorz Kwasniewski, Jürgen Müller, Lukas Gianinazzi, Ales Kubicek, Hubert Niewiadomski, Onur Mutlu, Torsten Hoefler
2024 J jnl
XaaS: Acceleration as a Service to Enable Productive High-Performance Cloud Computing.
CoRR
Torsten Hoefler, Marcin Copik, Pete Beckman, Andrew Jones, Ian T. Foster, Manish Parashar, Daniel A. Reed, Matthias Troyer, Thomas C. Schulthess, Dan Ernst, Jack J. Dongarra
2024 J jnl
XaaS: Acceleration as a Service to Enable Productive High-Performance Cloud Computing.
Comput. Sci. Eng.
Torsten Hoefler, Marcin Copik, Pete Beckman, Andrew Jones, Ian T. Foster, Manish Parashar, Daniel A. Reed, Matthias Troyer, Thomas C. Schulthess, Dan Ernst, Jack J. Dongarra
2023 A conf
FMI: Fast and Cheap Message Passing for Serverless Functions.
ICS
Marcin Copik, Roman Böhringer, Alexandru Calotoiu, Torsten Hoefler
2023 J jnl
FMI: Fast and Cheap Message Passing for Serverless Functions.
CoRR
Marcin Copik, Roman Böhringer, Alexandru Calotoiu, Torsten Hoefler
2023 B conf
User-guided Page Merging for Memory Deduplication in Serverless Systems.
IEEE Big Data
Wei Qiu, Marcin Copik, Yun Wang, Alexandru Calotoiu, Torsten Hoefler
2023 J jnl
User-guided Page Merging for Memory Deduplication in Serverless Systems.
CoRR
Wei Qiu, Marcin Copik, Yun Wang, Alexandru Calotoiu, Torsten Hoefler
2023 A conf
rFaaS: Enabling High Performance Serverless with RDMA and Leases.
IPDPS
Marcin Copik, Konstantin Taranov, Alexandru Calotoiu, Torsten Hoefler
2022 J jnl
FaasKeeper: a Blueprint for Serverless Services.
CoRR
Marcin Copik, Alexandru Calotoiu, Konstantin Taranov, Torsten Hoefler
2022 J jnl
MOM: Matrix Operations in MLIR.
CoRR
Lorenzo Chelini, Henrik Barthels, Paolo Bientinesi, Marcin Copik, Tobias Grosser, Daniele G. Spampinato
2022 A conf
Performance-detective: automatic deduction of cheap and accurate performance models.
ICS
Larissa Schmid, Marcin Copik, Alexandru Calotoiu, Dominik Werle, Andreas Reiter, Michael Selzer, Anne Koziolek, Torsten Hoefler
2022 J jnl
Work-Stealing Prefix Scan: Addressing Load Imbalance in Large-Scale Image Registration.
IEEE Trans. Parallel Distributed Syst.
Marcin Copik, Tobias Grosser, Torsten Hoefler, Paolo Bientinesi, Benjamin Berkels
2021 B conf
Extracting clean performance models from tainted programs.
PPoPP
Marcin Copik, Alexandru Calotoiu, Tobias Grosser, Nicolas Wicki, Felix Wolf, Torsten Hoefler
2021 J jnl
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra.
CoRR
Maciej Besta, Zur Vonarburg-Shmaria, Yannick Schaffner, Leonardo Schwarz, Grzegorz Kwasniewski, Lukas Gianinazzi, Jakub Beránek, Kacper Janda, Tobias Holenstein, Sebastian Leisinger, Peter Tatkowski, Esref Özdemir, Adrian Balla, Marcin Copik, Philipp Lindenberger, Pavel Kalvoda, Marek Konieczny, Onur Mutlu, Torsten Hoefler
2021 J jnl
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra.
Proc. VLDB Endow.
Maciej Besta, Zur Vonarburg-Shmaria, Yannick Schaffner, Leonardo Schwarz, Grzegorz Kwasniewski, Lukas Gianinazzi, Jakub Beránek, Kacper Janda, Tobias Holenstein, Sebastian Leisinger, Peter Tatkowski, Esref Özdemir, Adrian Balla, Marcin Copik, Philipp Lindenberger, Marek Konieczny, Onur Mutlu, Torsten Hoefler
2021 J jnl
RFaaS: RDMA-Enabled FaaS Platform for Serverless High-Performance Computing.
CoRR
Marcin Copik, Konstantin Taranov, Alexandru Calotoiu, Torsten Hoefler
2021 A* conf
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems.
MICRO
Maciej Besta, Raghavendra Kanakagiri, Grzegorz Kwasniewski, Rachata Ausavarungnirun, Jakub Beránek, Konstantinos Kanellopoulos, Kacper Janda, Zur Vonarburg-Shmaria, Lukas Gianinazzi, Ioana Stefan, Juan Gómez-Luna, Jakub Golinowski, Marcin Copik, Lukas Kapp-Schwoerer, Salvatore Di Girolamo, Nils Blach, Marek Konieczny, Onur Mutlu, Torsten Hoefler
2021 J jnl
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems.
CoRR
Maciej Besta, Raghavendra Kanakagiri, Grzegorz Kwasniewski, Rachata Ausavarungnirun, Jakub Beránek, Konstantinos Kanellopoulos, Kacper Janda, Zur Vonarburg-Shmaria, Lukas Gianinazzi, Ioana Stefan, Juan Gómez-Luna, Marcin Copik, Lukas Kapp-Schwoerer, Salvatore Di Girolamo, Marek Konieczny, Onur Mutlu, Torsten Hoefler
2021 A conf
SeBS: a serverless benchmark suite for function-as-a-service computing.
Middleware
Marcin Copik, Grzegorz Kwasniewski, Maciej Besta, Michal Podstawski, Torsten Hoefler
2020 — ch.
ExtraPeak: Advanced Automatic Performance Modeling for HPC Applications.
Software for Exascale Computing
Alexandru Calotoiu, Marcin Copik, Torsten Hoefler, Marcus Ritter, Sergei Shudler, Felix Wolf
2020 J jnl
Extracting Clean Performance Models from Tainted Programs.
CoRR
Marcin Copik, Alexandru Calotoiu, Tobias Grosser, Nicolas Wicki, Felix Wolf, Torsten Hoefler
2020 J jnl
SeBS: A Serverless Benchmark Suite for Function-as-a-Service Computing.
CoRR
Marcin Copik, Grzegorz Kwasniewski, Maciej Besta, Michal Podstawski, Torsten Hoefler
2020 J jnl
Work-stealing prefix scan: Addressing load imbalance in large-scale image registration.
CoRR
Marcin Copik, Tobias Grosser, Torsten Hoefler, Paolo Bientinesi, Benjamin Berkels
2018 J jnl
The Generalized Matrix Chain Algorithm.
CoRR
Henrik Barthels, Marcin Copik, Paolo Bientinesi
2018 A conf
The generalized matrix chain algorithm.
CGO
Henrik Barthels, Marcin Copik, Paolo Bientinesi
2017 J jnl
Parallel Prefix Algorithms for the Registration of Arbitrarily Long Electron Micrograph Series.
CoRR
Marcin Copik
2017 — conf
Using SYCL as an Implementation Framework for HPX.Compute.
IWOCL
Marcin Copik, Hartmut Kaiser
2016 — conf
A GPGPU-based Simulator for Prism: Statistical Verification of Results of PMC (extended abstract).
CS&P
Marcin Copik, Artur Rataj, Bozena Wozna-Szczesniak